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higher-order interaction

17 papers

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Co-occurring keywords

graph neural network (3962) simplicial complex (21) simplicial neural network (8) hypergraph neural network (47) graph convolutional network (658) bias variance tradeoff (25) temporal point process (77) dynamic network (48) individual treatment effect (22) interference modeling (1)

Papers

Connectivity-Guided Sparsification of 2-FWL GNNs: Preserving Full Expressivity with Improved Efficiency AAAI 2026
SocialMOIF: Multi-Order Intention Fusion for Pedestrian Trajectory Prediction CVPR 2025
SpeechHGT: A Multimodal Hypergraph Transformer for Speech-Based Early Alzheimer’s Disease Detection IJCAI 2025
Higher-Order Graph Convolutional Network with Flower-Petals Laplacians on Simplicial Complexes AAAI 2024
Dynamic Representation Learning with Temporal Point Processes for Higher-Order Interaction Forecasting AAAI 2023
Learning Causal Effects on Hypergraphs (Extended Abstract) IJCAI 2023
TopoSRL: Topology preserving self-supervised Simplicial Representation Learning NIPS 2023
Measuring the Privacy Leakage via Graph Reconstruction Attacks on Simplicial Neural Networks (Student Abstract) AAAI 2023
Sheaf Hypergraph Networks NIPS 2023
Dropout as a Regularizer of Interaction Effects AISTATS 2022
Time-Conditioned Dances with Simplicial Complexes: Zigzag Filtration Curve based Supra-Hodge Convolution Networks for Time-series Forecasting NIPS 2022
BScNets: Block Simplicial Complex Neural Networks AAAI 2022
Dynamic Analysis of Higher-Order Coordination in Neuronal Assemblies via De-Sparsified Orthogonal Matching Pursuit NIPS 2021
Nonparametric Modeling of Higher-Order Interactions via Hypergraphons JMLR 2021
Explaining Local, Global, and Higher-Order Interactions in Deep Learning ICCV 2021
Bias-Variance Trade-Off in Hierarchical Probabilistic Models Using Higher-Order Feature Interactions AAAI 2019
Learning Higher-Order Graph Structure with Features by Structure Penalty NIPS 2011